Principal Data Scientist, Global Commercial Data Science - Janssen

Johnson & Johnson Horsham , PA 19044

Posted 3 weeks ago

Janssen Pharmaceuticals, Inc., a member of Johnson & Johnson's Family of Companies, is recruiting for a Principal Data Scientist, Global Commercial Data Science in Janssen Business Technology located in Titusville, NJ, Raritan, NJ or Horsham, PA.

At the Janssen Pharmaceutical Companies of Johnson & Johnson, what matters most is helping people live full and healthy lives. We focus on treating, curing and preventing some of the most devastating and complex diseases of our time. And we pursue the most promising science, wherever it might be found.

The Janssen Pharmaceutical Companies of Johnson & Johnson provide medicines for an array of health concerns in several therapeutic areas. Our ultimate goal is to help people live healthy lives. We have produced and marketed many first-in-class prescription medications and are poised to serve the broad needs of the healthcare market - from patients to practitioners, from clinics to hospitals. For more about the Pharmaceutical Companies of Johnson & Johnson, visit: http://www.janssenpharmaceuticalsinc.com/.

We are Janssen. Our mission drives us. Our patients inspire us. We collaborate with the world for the health of everyone in it.

The Commercial Data Sciences & Data Management team within Janssen Pharmaceuticals Business Technology organization is looking for an extraordinary scientist who is passionate about crafting, developing, and fielding data science solutions that drive impact for patients and for Janssen. There are many ways to explore and analyze data, and this powers the excitement and passion of data scientists at Janssen as many business units are eager to use the data to build business value.

In this role you will be someone who stays on the cutting edge of artificial intelligence, data science and advanced analytics research through novel project execution and development of algorithms that influence decisions at various levels in the organization, including but not limited to omnichannel sales and marketing optimization, patient/payer analytics, commercial strategy, and relate commercially-focused model development. The role requires both a broad knowledge of existing AI-type algorithms and the creativity to invent and customize when necessary. You will lead and deliver projects and develop solutions that in turn deliver insights. You will lead and work with matrixed teams across business and technology, and be part of a dynamic, accomplished organization that will support multiple therapeutic areas and commercial functions.

Responsibilities:

  • Delivery of novel modelling solutions designed to drive the interrogation of datasets for insights in scientific and business application areas. These solutions include the application of specialized approaches in classification, regression, clustering, NLP, image analysis, graph theory and/or other techniques.

  • Using domain-specific understanding, translates unstructured, complex business problems into the appropriate data problem, model and analytical solutions across multiple projects

  • Oversee the researching and developing of predictive models and computational methods to guide and influence decision-making outcomes

  • Develop effective relationships with commercial and medical leaders to ensure utilization and value of information resources and services in multiple projects.

  • Responsible for advanced data science expertise to multiple cross-functional projects and drive delivery of complex data science solutions that drive value to Johnson and Johnson

  • Lead and apply ongoing knowledge and awareness in trends, standard methodology and new developments in analytics and data science to influence functional practices.

  • Collaborates across the Johnson and Johnson Data and AI community to develop best practices and cross functional opportunities that drive value

  • Oversight of partnerships with multiple third parties, academic or outsourced partners to shape and drive project outcomes and knowledge building

Qualifications

  • A minimum of a Ph.D./M.D. with 4+ years of experience, or M.S. with 7+ years of relevant pharma or healthcare experience, in Computer Sciences, Statistics, Epidemiology, Machine Learning & Artificial Intelligence, Physics, Molecular Biology, Bioinformatics, Computational Informatics, Medical Informatics, Computational Biology or a related discipline.

  • Experience working in pharmaceutical or biotech industry with strong knowledge of drug discovery and development

  • 5+ years of epidemiology experience with design and execution of observational research study design in a variety of healthcare data sources in pharmaceuticals, tech, consulting or academia

  • Significant experience in the modelling of complex datasets in applied business and/or scientific application domains

  • Hands-on experience with EMR, registry data, and insurance claims

  • Must have an understanding and the ability to interpret ML, quantitative methods applied to real-world data

  • Ability to understand, shape, and measure the business value of solutions, while managing competing stakeholder priorities and ambiguity.

  • Enthusiastic about building on and learning new methods and ways to use real world data to change the practice of medicine

  • Strong communication skills and ability to communicate complex methods and results to diverse audiences.

  • Strong working knowledge of machine learning platforms/environments.

  • Strong working knowledge of AI-type algorithms, including machine learning techniques such as regression, decision trees, probability networks, association rules, clustering, neural networks, and/or Bayesian models.

  • Hands on experience with Python or R, and SQL or Pyspark.

  • Familiarity in Statistical Analysis Plan (SAP) generation and execution for observational studies

  • This position can be based in one of our following locations: Titusville, NJ, Raritan, NJ, Spring House, PA, or Horsham, PA.

Preferred Qualifications:

  • Experience in life sciences and healthcare

  • Demonstrated ability to build long-term relationships with stakeholders, understand relevant scientific/business challenges at a deep level and translate into data science activities to deliver value to the business

  • Experience in the commercial pharmaceuticals business, especially in market access, market analytics and medical affairs.

  • Proven track record of publishing relevant predictive modelling results and tools in peer-reviewed journals, conferences, and other scientific proceedings.

Johnson & Johnson is an Affirmative Action and Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, age, national origin, or protected veteran status and will not be discriminated against based on disability.

#JNJDataScience

Primary Location

United States-Pennsylvania-Spring House-Welsh & McKean Roads

Other Locations

North America-United States-New Jersey-Raritan, North America-United States-Pennsylvania-Horsham, United States-New Jersey-Titusville

Organization

Johnson & Johnson Services Inc. (6090)

Job Function

R&D

Requisition ID

2105968554W

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Principal Data Scientist, Global Commercial Data Science - Janssen

Johnson & Johnson